| seed: 42 | |
| data: | |
| raw_dir: ${oc.env:SADAR_DATA_DIR,data/raw} | |
| file_glob: lemd_*.parquet | |
| airport: LEMD | |
| runway: | |
| ref_lat: 40.4936 | |
| ref_lon: -3.5668 | |
| projection_epsg: 32630 | |
| resample: | |
| seconds: 10 | |
| cleaning: | |
| min_points_per_flight: 40 | |
| max_gap_seconds: 120 | |
| max_missing_fraction: 0.5 | |
| remove_go_arounds: true | |
| remove_emergency_squawks: true | |
| emergency_squawks: [7500, 7600, 7700] | |
| interpolate_columns: [lat, lon, baroaltitude, velocity, heading, vertrate] | |
| go_around: | |
| near_runway_m: 5000 | |
| descend_vertrate: -1.0 | |
| climb_vertrate: 2.0 | |
| min_climb_points: 3 | |
| features: | |
| columns: [x_rel, y_rel, baroaltitude, velocity, sin_hdg, cos_hdg, vertrate] | |
| altitude_source: baroaltitude | |
| windowing: | |
| length: 60 | |
| stride: 30 | |
| split: | |
| train_years: [2017, 2018, 2019] | |
| eval_years: [2020] | |
| val_fraction: 0.5 | |
| scaling: | |
| method: standard | |
| output: | |
| dir: ${oc.env:SADAR_PROCESSED_DIR,data/processed} | |
| format: npy | |